KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic
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Articles de revista [94]
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Capítols de llibre [14]
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Llibres [1]
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Reports de recerca [90]
Recent Submissions
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Interoperating data-driven and model-driven techniques for the automated development of intelligent environmental decision support systems
(Elsevier, 2021-06)
Article
Restricted access - publisher's policyThis paper proposes an Intelligent Decision Support (IDS) methodology based on the integration of a data-driven technique —Case Based Reasoning (CBR)— and model-driven technique —Rule Based Reasoning (RBR)— for control, ... -
Forecastability measures that describe the complexity of a site for deep learning wind predictions
(2021-05-29)
Article
Open AccessThe application of deep learning to wind time series for multi-step prediction obtains good results at short horizons. The accuracy of a wind forecast is highly dependent on the specific structure of wind in the specific ... -
The ethical use of high-performance computing and artificial intelligence: fighting COVID-19 at Barcelona Supercomputing Center
(Springer Science and Business Media LLC, 2021-05-06)
Article
Restricted access - publisher's policyThe COVID-19 pandemic has created an extraordinary medical, economic and humanitarian emergency. Artificial intelligence, in combination with other digital technologies, is being used as a tool to support the fight against ... -
The impact of COVID-19 on flight networks
(Institute of Electrical and Electronics Engineers (IEEE), 2020)
Conference report
Open AccessAs COVID-19 transmissions spread worldwide, governments have announced and enforced travel restrictions to prevent further infections. Such restrictions have a direct effect on the volume of international flights among ... -
Comparative analysis of geolocation information through mobile-devices under different COVID-19 mobility restriction patterns in Spain
(Multidisciplinary Digital Publishing Institute (MDPI), 2021-02-13)
Article
Open AccessThe COVID-19 pandemic is changing the world in unprecedented and unpredictable ways. Human mobility, being the greatest facilitator for the spread of the virus, is at the epicenter of this change. In order to study mobility ... -
Special issue on pattern recognition and cognitive assistants
(Elsevier, 2020-05-01)
Article
Restricted access - publisher's policyThis special issue proposes a space for researchers to discuss the challenges of bridging pattern recognition and cognitive assistants. This bridge was travelled in both sides. From one side, how pattern recognition methods ... -
Modelling temporal relationships in pseudomonas aeruginosa antimicrobial resistance prediction in intensive care unit
(CEUR-WS.org, 2020)
Conference lecture
Open AccessIn this paper, the prediction of antimicrobial resistance of Pseudomonas aeruginosa bacteria caused by nosocomial infections in the Intensive Care Unit (ICU) was considered. It was trained a Logistic Regression model using ... -
Leveraging data science for a personalized haemodialysis
(Karger, 2020-11)
Article
Open AccessThe 2019 Science for Dialysis Meeting at Bellvitge University Hospital was devoted to the challenges and opportunities posed by the use of data science to facilitate precision and personalized medicine in nephrology, and ... -
Diet4You: a personal intelligent recommender for diets from a holistic perspective
(IOS Press, 2019-10-01)
Article
Restricted access - publisher's policyPrevention and nutrition are key for healthy lifestyles and are crucial in the new paradigm of patient-centered medicine, as healthy diet protects against chronic diseases and helps to delay diseases in general population. ... -
Denoising wavefront sensor image with deep neural networks
(International Society for Photo-Optical Instrumentation Engineers (SPIE), 2020)
Conference report
Open AccessA classical closed-loop adaptive optics system with a Shack-Hartmann wavefront sensor (WFS) relies on a center of gravity approach to process the WFS information and an integrator with gain to produce the commands to a ... -
The role of intelligent decision support systems in sustainability: an end-user experience
(2019)
Conference lecture
Restricted access - publisher's policyThe paper presents a preliminary analysis of some intelligent decision support systems for sustainability from the point of view of the end user experience, by comparing up to four available systems. The role that these ... -
Evaluating University-Business Collaboration at Science Parks: a Business Perspective
(2020-07-01)
Article
Open AccessThe evaluation of the companies’ performance at University Science Parks (SPs) becomes essential in identifying the needs of the companies and the feasibility of the University-Business Collaboration (ubc). The companies’ ...
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